Overview
This is a newly revised course. Material may be changed and re-organized with minimal notice. This page will be updated on a weekly and sometimes daily basis. Lectures notes and homework will be linked off this page.
| Date | Topic | Reading assignments and links | Assignments |
|---|---|---|---|
Week 1 |
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| Jan 4 | Introduction to AI |
R&N Chapter 1 | |
| Jan 5 | Matlab Tutorial I |
Instructions |
Exercise |
| Jan 6 | Agents |
R&N Chapter 2; Additional Reading |
HW#1 out (due Jan 13) |
Week 2 |
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| Jan 11 | Basic search |
R&N Chapter 3 | |
| Jan 12 | Matlab Tutorial II |
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| Jan 13 | Beyond basic search |
R&N Chapter 4 | HW#2 out (due Jan 28) |
Week 3 |
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| Jan 18 | Uncertainty |
R&N Chapter 13 | |
| Jan 20 | No class |
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Week 4 |
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| Jan 25 | Uncertainty and Bayesian Networks |
R&N Chapter 14; Additional Reading |
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| Jan 27 | No class | HW#3 out (due Feb 10) | |
Week 5 |
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| Feb 1 | Inference in Bayesian Networks |
R&N Chapter 14 | |
| Feb 3 | Hidden Markov Models |
R&N Chapter 15; Additional Reading |
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Week 6 |
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| Feb 8 | Machine Learning |
R&N Chapter 18 | |
| Feb 9(X Hour) | Midterm Reivew |
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| Feb 10 | Learning with Incomplete Data |
R&N Chapter 18 | |
Week 7 |
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| Feb 15 | Midterm | ||
| Feb 17 | The Watson Project |
Smartest Machine on Earth; Other Episodes |
HW#4 out (due Feb 25) |
Week 8 |
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| Feb 22 | Propositional Logic |
R&N Chapter 7 | |
| Feb 24 | First Order Logic |
R&N Chapter8 | HW#5 out (due Mar 4) |
Week 9 |
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| Mar 1 | Natural Language Processing |
R&N Chapte22; R&N Chapter23 | |
| Mar 3 | Building Intelligent Mobile Systems |
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Week 10 |
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| Mar 8 | Computer Vision |
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